ACL

What is Multimodality?

Letitia Parcalabescu, Nils Trost, Anette Frank

Comments Paper accepted for publication at MMSR 2021; 10 pages, 5 figures

Journal ref Proceedings of the 1st Workshop on Multimodal Semantic Representations (MMSR), 2021, Groningen, Netherlands (Online), Association for Computational Linguistics, p. 1--10

Knowledge-Empowered Representation Learning for Chinese Medical Reading Comprehension: Task, Model and Resources

Taolin Zhang, Chengyu Wang, Minghui Qiu, Bite Yang, Xiaofeng He, Jun Huang

Comments ACL2021 (findings)

Language Model Augmented Relevance Score

Ruibo Liu, Jason Wei, Soroush Vosoughi

Comments In ACL 2021

Contributions of Transformer Attention Heads in Multi- and Cross-lingual Tasks

Weicheng Ma, Kai Zhang, Renze Lou, Lili Wang, Soroush Vosoughi

Comments In ACL 2021

Stylized Story Generation with Style-Guided Planning

Xiangzhe Kong, Jialiang Huang, Ziquan Tung, Jian Guan, Minlie Huang

Comments 9 pages, 3 figures. Accepted by Findings of ACL 2021

Improving Document Representations by Generating Pseudo Query Embeddings for Dense Retrieval

Hongyin Tang, Xingwu Sun, Beihong Jin, Jingang Wang, Fuzheng Zhang, Wei Wu

Comments 11 pages, 2 figures, Accepted by ACL 2021

Modulating Language Models with Emotions

Ruibo Liu, Jason Wei, Chenyan Jia, Soroush Vosoughi

Comments Findings of ACL 2021

TellMeWhy: A Dataset for Answering Why-Questions in Narratives

Yash Kumar Lal, Nathanael Chambers, Raymond Mooney, Niranjan Balasubramanian

Comments Accepted to Findings of ACL, 2021 Data and evaluation suite available at http://lunr.cs.stonybrook.edu/tellmewhy

Joint Models for Answer Verification in Question Answering Systems

Zeyu Zhang, Thuy Vu, Alessandro Moschitti

Journal ref ACL 2021

NLRG at SemEval-2021 Task 5: Toxic Spans Detection Leveraging BERT-based Token Classification and Span Prediction Techniques

Gunjan Chhablani, Abheesht Sharma, Harshit Pandey, Yash Bhartia, Shan Suthaharan

Comments 8 pages, 3 figures, SemEval-2021 Workshop, ACL-IJCNLP 2021

Explaining Relationships Between Scientific Documents

Kelvin Luu, Xinyi Wu, Rik Koncel-Kedziorski, Kyle Lo, Isabel Cachola, Noah A. Smith

Comments Presented at ACL 2021 https://aclanthology.org/2021.acl-long.166/

Improving Lexically Constrained Neural Machine Translation with Source-Conditioned Masked Span Prediction

Gyubok Lee, Seongjun Yang, Edward Choi

Comments Accepted at ACL 2021. Minor changes from the ACL camera-ready version

Uncertainty and Surprisal Jointly Deliver the Punchline: Exploiting Incongruity-Based Features for Humor Recognition

Yubo Xie, Junze Li, Pearl Pu

Comments Accepted to ACL-IJCNLP 2021

Do Context-Aware Translation Models Pay the Right Attention?

Kayo Yin, Patrick Fernandes, Danish Pruthi, Aditi Chaudhary, André F. T. Martins, Graham Neubig

Comments Accepted to ACL 2021

ASR Adaptation for E-commerce Chatbots using Cross-Utterance Context and Multi-Task Language Modeling

Ashish Shenoy, Sravan Bodapati, Katrin Kirchhoff

Comments Accepted at ACL-IJCNLP 2021 Workshop on e-Commerce and NLP (ECNLP)

Robust Transfer Learning with Pretrained Language Models through Adapters

Wenjuan Han, Bo Pang, Yingnian Wu

Comments Accepted to ACL 2021

Multi-accent Speech Separation with One Shot Learning

Kuan-Po Huang, Yuan-Kuei Wu, Hung-yi Lee

Comments Accepted at ACL 2021 Meta Learning for NLP

Learning Shared Semantic Space for Speech-to-Text Translation

Chi Han, Mingxuan Wang, Heng Ji, Lei Li

Comments 9 pages, 5 figures, Accepted by Findings of ACL 2021

Improving Counterfactual Generation for Fair Hate Speech Detection

Aida Mostafazadeh Davani, Ali Omrani, Brendan Kennedy, Mohammad Atari, Xiang Ren, Morteza Dehghani

Comments 4-page paper Workshop on Online Abuse and Harms (ACL 2021)

ReadOnce Transformers: Reusable Representations of Text for Transformers

Shih-Ting Lin, Ashish Sabharwal, Tushar Khot

Comments Accepted to ACL 2021(Camera Ready)

LICHEE: Improving Language Model Pre-training with Multi-grained Tokenization

Weidong Guo, Mingjun Zhao, Lusheng Zhang, Di Niu, Jinwen Luo, Zhenhua Liu, Zhenyang Li, Jianbo Tang

Comments Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021

Fusing Context Into Knowledge Graph for Commonsense Question Answering

Yichong Xu, Chenguang Zhu, Ruochen Xu, Yang Liu, Michael Zeng, Xuedong Huang

Comments To appear at ACL 2021. Code available at https://github.com/microsoft/DEKCOR-CommonsenseQA

Changes in European Solidarity Before and During COVID-19: Evidence from a Large Crowd- and Expert-Annotated Twitter Dataset

Alexandra Ils, Dan Liu, Daniela Grunow, Steffen Eger

Comments ACL 2021

Logic-Consistency Text Generation from Semantic Parses

Chang Shu, Yusen Zhang, Xiangyu Dong, Peng Shi, Tao Yu, Rui Zhang

Comments ACL Findings, 2021

Enhancing Content Preservation in Text Style Transfer Using Reverse Attention and Conditional Layer Normalization

Dongkyu Lee, Zhiliang Tian, Lanqing Xue, Nevin L. Zhang

Comments Accepted to ACL-IJCNLP 2021

Structural Guidance for Transformer Language Models

Peng Qian, Tahira Naseem, Roger Levy, Ramón Fernandez Astudillo

Comments To be issued as paper revision for ACL 2021

MTVR: Multilingual Moment Retrieval in Videos

Jie Lei, Tamara L. Berg, Mohit Bansal

Comments ACL 2021 (9 pages, 4 figures)

ChrEnTranslate: Cherokee-English Machine Translation Demo with Quality Estimation and Corrective Feedback

Shiyue Zhang, Benjamin Frey, Mohit Bansal

Comments ACL 2021 Demo (8 pages)

Named Entity Recognition with Small Strongly Labeled and Large Weakly Labeled Data

Haoming Jiang, Danqing Zhang, Tianyu Cao, Bing Yin, Tuo Zhao

Comments The 59th Annual Meeting of the Association for Computational Linguistics (ACL 2021)

Adapting Monolingual Models: Data can be Scarce when Language Similarity is High

Wietse de Vries, Martijn Bartelds, Malvina Nissim, Martijn Wieling

Comments Findings of ACL 2021 Camera Ready

Journal ref Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021